Listen to Don't Play That Song online. Don't Play That Song is an English language song and is sung by Dee Dee Sharp. Don't Play That Song, from the album Les idoles américaines du rhythm and blues : Dee Dee Sharp, Vol. 2, was released in the year 2017. The duration of the song is 2:49. Download English songs online from JioSaavn.